Nonstationary Small Area Estimation

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Documentation for package ‘NSAE’ version 0.4.0

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eblupFH1 EBLUP under stationary Fay-Herriot model for sample area
eblupFH2 EBLUP under stationary Fay-Herriot model for sample and non-sample area
eblupNSFH1 EBLUP under nonstationary Fay-Herriot model for sample area
eblupNSFH2 EBLUP under nonstationary Fay-Herriot model for sample and non-sample area
ebp EBP for proportion under generalized linear mixed model
ebpNP Nonparametric ebp using spatial spline for proportion under generalized linear mixed model
ebpNS Nonstationary ebp for proportion under generalized linear mixed model
ebpSP Spatial ebp for proportion under generalized linear mixed model
headcount Head count data
NS.test Parametric bootstrap-based spatial nonstationarity test for Fay-Herroit model
NSAE NSAE : Nonstationary Small Area Estimation
NSglm.test Parametric bootstrap-based spatial nonstationarity test for generalized linear mixed model
paddy Yield data of paddy
paddysample Yield data of paddy for sample area
Wmatrix Proximity matrix